Source

DF

Adj SS

Adj MS

F-Value

p-Value

Model

28

40963.2

1463.0

42.95

0.000

Linear

10

33074.1

3307.4

97.11

0.000

x(1)

2

14028.2

7014.1

205.93

0.000

x(2)

1

29.3

29.3

0.86

0.354

x(3)

1

16.6

16.6

0.49

0.486

x(4)

1

64.8

64.8

1.9

0.169

x(5)

1

222.2

222.2

6.52

0.011

x(6)

1

17203.3

17203.3

505.09

0.000

x(7)

3

1509.7

503.2

14.77

0.000

2-way interactions

12

6623.8

552.0

16.21

0.000

x(1) × x(2)

2

119.5

59.8

1.75

0.175

x(1) × x(4)

2

24.3

12.1

0.36

0.701

x(1) × x(6)

2

6369.2

3184.6

93.5

0.000

x(2) × x(4)

1

5.1

5.1

0.15

0.699

x(2) × x(5)

1

1.7

1.7

0.05

0.821

x(2) × x(6)

1

4.9

4.9

0.14

0.705

x(3) × x(4)

1

85.6

85.6

2.51

0.114

x(3) × x(5)

1

0.3

0.3

0.01

0.923

x(4) × x(5)

1

13.2

13.2

0.39

0.535

3-Way Interactions

6

1265.4

210.9

6.19

0.000

x(1) × x(2) × x(4)

2

656.1

328.1

9.63

0.000

x(1) × x(2) × x(6)

2

287.8

143.9

4.22

0.015

x(2) × x(4) × x(5)

1

154.0

154.0

4.52

0.034

x(3) × x(4) × x(5)

1

167.5

167.5

4.92

0.027

R-sq = 77.21%, R-sq (adj) = 75.41